FBK at WMT 2010: Word Lattices for Morphological Reduction and Chunk-Based Reordering

Christian Hardmeier, Arianna Bisazza, Marcello Federico

Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

Abstract

FBK participated in the WMT 2010Machine Translation shared task with phrase-based Statistical Machine Translation systems based on the Moses decoder for English-German and German-English translation. Our work concentrates on exploiting the available language modelling resources by using linear mixtures of large 6-gram language models and on addressing linguistic differences between Englishand German with methods based on word lattices. In particular, we use lattices to integrate a morphological analyser for German into our system, and we present some initial work on rule-based word reordering.
Original languageEnglish
Title of host publicationProceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Publication date16 Jul 2010
ISBN (Print)978-1-932432-71-8
Publication statusPublished - 16 Jul 2010
Externally publishedYes

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